{"id":"W2019665410","doi":"10.1136/injuryprev-2012-040580d.31","title":"IMPACT ON HOME STAIRWAY SAFETY REGULATION IN CANADA: WHEN EVIDENCE AND INDUSTRY-INFLUENCED GOVERNMENT POLICY CLASH","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health","funders":"","keywords":"Government (linguistics); Human factors and ergonomics; Engineering; Population; Poison control; Occupational safety and health; Environmental health; Business; Operations management; Forensic engineering; Public relations; Medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002403682,0.0001364766,0.0001312451,0.0000532815,0.00003702797,0.00001206357,0.0000628726,0.0001243872,0.00008809997],"category_scores_gemma":[0.00002729942,0.0001240312,0.000030275,0.0001341016,0.00001211373,0.0004207121,0.00002383947,0.0002467019,0.000007515803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500058,"about_ca_system_score_gemma":0.0001878467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04551445,"about_ca_topic_score_gemma":0.04991059,"domain_scores_codex":[0.9990193,0.00005402403,0.0002516854,0.000120061,0.0002784261,0.0002765134],"domain_scores_gemma":[0.9996339,0.00004062977,0.00004896632,0.0001534414,0.000009943229,0.0001130866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00042126,0.0001279912,0.5785282,0.0001370283,0.00008568,0.000002242983,0.001021453,0.1102741,0.002112548,0.001495637,0.003221101,0.3025727],"study_design_scores_gemma":[0.0002174863,0.0000610287,0.9965119,0.0001771736,0.000008217279,0.000001549529,0.00005243682,0.001740349,0.000331905,0.0001680787,0.0005861636,0.0001437353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983122,0.0001755702,0.0003607913,0.000125772,0.000173799,0.0002154896,0.00003478879,0.00004786929,0.0005536732],"genre_scores_gemma":[0.9994634,0.00008089803,0.00007356787,0.00002220667,0.0001241432,0.00001050061,0.000007403998,0.0000149753,0.0002028714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4179837,"threshold_uncertainty_score":0.9674261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106696526055201,"score_gpt":0.2579321648038643,"score_spread":0.2472625121983442,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}